When the human genome sequence was launched in 2000, it introduced the possibility of personalization in health care. Such personalization can be applied to nutrition, a key health determinant, to create a diet tailored specifically for an individual, according to their individual physical and genetic make-up. Food4Me is a new, EU (FP7) funded project investigating the potential of this personalized nutrition.